Cloud integration of application runtime

ABSTRACT

A system includes reception of a first request from a client application to create an application runtime associated with a tenant of the client application, creation, in response to the first request, of metadata describing configuration information of the application runtime, reception of a second request from the client application to start a session of the application runtime, starting, in response to the second request, of a first application runtime instance in a first container of a first virtual machine based on the configuration information of the application runtime, and return of first connection information to the client application, the first connection information usable by the client application to communicate with the first application runtime instance.

BACKGROUND

Many standalone executable software applications pre-date cloudcomputing. Accordingly, these applications typically do not provide somecapabilities which are desirable for execution in a cloud environment.These capabilities include, but are not limited to, row-level securitybetween users, load-based resource allocation, and multi-tenantisolation. In the latter regard, a tenant is a group of users who sharea common access with specific privileges to the software instance.

In one example, R is a popular software environment providingstatistical computing and advanced data analysis. R is extensible andallows developers to create custom packages and use various availableopen-source packages. Since R was designed as a standalone,single-tenant, single-user suite of software facilities, R does notprovide cloud-compatible capabilities such as those described above.Systems are desired to provide client applications with functionalitiesof an application runtime, such as an R system, within a robust cloudplatform.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a block diagram of a system architecture to provide a clientapplication with access to application runtime instances according tosome embodiments.

FIG. 2 is a block diagram of a system architecture to provide a clientapplication with access to application runtime instances according tosome embodiments.

FIG. 3 illustrates a metadata schema according to some embodiments.

FIG. 4 is a sequence diagram to provide a client application with accessto an application runtime instance according to some embodiments.

FIG. 5 illustrates a logical runtime and a virtual machine according tosome embodiments.

FIG. 6 illustrates a logical runtime and a virtual machine executing acontainer comprising a runtime instance associated with the logicalruntime according to some embodiments.

FIG. 7 illustrates a logical runtime and two virtual machines executingcontainers comprising runtime instances associated with the logicalruntime according to some embodiments.

FIG. 8 illustrates a virtual machine snapshot and a virtual machineinstantiated based on the virtual machine snapshot according to someembodiments.

FIG. 9 illustrates a logical runtime and the virtual machine of FIG. 8executing containers comprising runtime instances associated with thelogical runtime according to some embodiments.

FIG. 10 illustrates a logical runtime and two virtual machines executingcontainers comprising runtime instances associated with the logicalruntime according to some embodiments.

FIG. 11 is a detailed block diagram of a system architecture accordingto some embodiments.

FIG. 12 is a block diagram of a computing apparatus according to someembodiments.

DETAILED DESCRIPTION

The following description is provided to enable any person in the art tomake and use the described embodiments. Various modifications, however,will remain readily-apparent to those in the art.

Generally, some embodiments provide a component to enable usage of agiven application runtime in the cloud. The component may provide a setof services that allow client applications to provision logical runtimeshaving particular configurations (e.g., version, installed packages,capacity), and to instantiate directly-accessible and user-isolatedinstances of the logical runtimes. In some embodiments, the component isa Java cloud service that can be used by a client application to deliverand manage access to R systems.

FIG. 1 is a block diagram of a system architecture to provide clientapplication 110 with access to an application runtime instance accordingto some embodiments. Client application calls manager 120 to provisionand manage an application runtime, and receives an identifier of theruntime in return. Client application 110 then calls manager 120 tostart one or more runtime instances of the application runtimeidentified by the identifier, and receives connection information inreturn. Client application 110 may then use the connection informationto directly connect to an instance 130 and access functionality of theinstance 130. For example, in a case that the application runtimeinstance 130 is an instance of an R application runtime including theRserve package, client application 110 may transmit R scripts and datato instance 130 via TCP/IP, in response to which instance 130 executesthe scripts with respect to the data and returns a result to clientapplication 110.

FIG. 2 is a block diagram of system 200 according to some embodiments.Client application 210 provides requests and connection information todatabase 240, which behaves as a client to provide scripts and data toapplication runtime instance 230. Such a configuration may employnetwork bandwidth more effectively than configurations in which the datais transmitted from database 240 to client application 210 and then fromclient application 210 to the instance 230.

FIG. 3 illustrates schema 300 relating the above-described runtimes andinstances. Runtime object 310 is a logical representation of anapplication runtime allocated to a particular tenant. Runtime object 310provides attributes which allow a client application to configureruntime version, runtime packages and computing resources allocated forthe application runtime. Instance object 320 represents physicalinstances of an application runtime to which a client application maydirectly connect in order to access the facilities provided by theapplication runtime (e.g., to delegate R calculations). An instanceobject 320 is a transient object that may be provisioned for specificneeds (e.g., a specific calculation) and destroyed after usage.

Every instance of instance object 320 is attached to an instance ofruntime object 310 and inherits the configuration of the runtime object310. A single instance of runtime object 310 may be attached to morethan one instances of instance object 320. For example, clientapplication 110 instructs manager 120 to generate a runtime objectinstance defining a common configuration that applies to a single tenantof client application 110, and each user of the tenant connects toinstance object instances which are attached to the runtime objectinstance.

Client application 110 specifies an instance of binding object 330associated with its runtime object instance, and the binding ispropagated to associated instance object instances. Binding a runtime toa client application allows the client application to connect toinstances of the runtime. A same binding can be used for a Javaapplication (to connect to an instance as shown in FIGS. 1 and 2) or adatabase (to connect to an instance as shown in FIG. 2).

FIG. 4 is a sequence diagram showing communication between variouscomponents according to some embodiments. It will be assumed that atenant has newly-subscribed to client application 410 and requiresfunctionality of an application runtime (e.g., an R system). Inresponse, client application 410 transmits a request to manager 420 tocreate a new runtime object instance associated with the tenant.

According to some embodiments, manager 420 provides a dedicatedRepresentational State Transfer (REST) API which client application 410uses to request the runtime object instance and to specify configurationdetails of the runtime object instance. Configuration details mayinclude a version of the application runtime, selected packages to beincluded in the application runtime, and memory and/or processingcapacity of a virtual machine executing the application runtime. Forexample, client application 410 may use the call below to requestcreation of a runtime object instance and to specify version 3 of R anda binding of the runtime object instance to itself (i.e., “Client_App”).The binding allows client application 410 to connect to any instanceobject instances that are subsequently created based on the runtimeobject instance.

POST /rmanager/rruntimes {   “version”:“3”,   “bindings”:[{    “type”:“java”,     “name”:“Client_App”    } ] }

Manager 420 receives this request, creates a corresponding instance ofthe runtime object and responds with an identifier of the instance ofthe runtime object, for example:

RESPONSE CODE 201 {   “id”:“13345”,   “url”:“/rmanager/rruntimes/13” }

Next, when a user of the tenant starts a session involving facilities ofthe application runtime (e.g., R), client application 410 transmits arequest to manager 420 to create a new instance based on the runtimeobject instance, for example:

POST/rmanager/rruntimes/13/instances

Manager 420 identifies a virtual machine to host the new instance, andinstructs the virtual machine to create the new instance. FIG. 5illustrates previously-created runtime object instance 510 and virtualmachine 520. As is known in the art, virtual machine 520 is anabstraction of physical hardware of one or more hardware servers. Asingle hardware server may run multiple virtual machines, with eachvirtual machine including a full copy of an operating system, one ormore applications, and necessary binaries and libraries. Due to the timerequired to initialize a virtual machine, some embodiments start aninitial number of virtual machines upon initialization of manager 420,with the number depending on an estimated usage.

Virtual machine 430 launches a new instance of the application runtime,which is attached to the runtime object instance and inherits thebinding of the runtime object instance. The new instance conforms to theconfiguration information specified in the associated runtime objectinstance, and one mechanism for ensuring this conformity will bedescribed below.

FIG. 6 illustrates virtual machine 520 after launching of applicationruntime instance 610 according to some embodiments. As illustrated,application runtime instance 610 is attached to runtime object instance510 and is hosted by container 620 within virtual machine 510.

Generally, a container is an abstraction at the application layer thatpackages program code and dependencies together. Multiple containers canrun on a virtual machine, with each sharing the guest operating systemkernel of the virtual machine with the other containers. According tosome embodiments, containers can be started in sub-seconds and thereforeprovisioned on-demand. Containers guarantee the isolation of applicationruntime instances from the other application runtime instances runningon a same virtual machine, and from the host virtual machine.

The port of the container is mapped to the host port, allowing virtualmachine 430 to return the connection information of the launchedinstance to client application 410 via manager 420, as follows:

RESPONSE CODE 200 {  “id”:“4567”,  “created”:“2016-12-20 23:02:21.00”, “ip”:“10.178.0.45”,  “port”:“2511”,  “user”:“rserve”, “password”:“RT3435YDFDFE”,  “status”:“ready”,  “connections”:0, “vm”:“vm_id_9876”,  “container”:“container_id_54321” }

In the present example, the application runtime instances comprise an Rruntime environment including the RServe package. The RServe packagesupports remote connection, authentication and file transfer, andthereby allows other programs to use the facilities of the R core viaTCP/IP.

Client application 410 may connect to the created instance 440 severaltimes during a subsequent session. These connections are represented bya request and response in FIG. 4. As shown, the request and response aretransmitted directly between client application 410 and instance 440using the connection information.

After termination of the session, client application 410 may issue arequest to manager 420 to delete instance 440, as follows:

DELETE/rmanager/rruntimes/13/instances/4567

In response, virtual machine 430 closes instance 440 and returns aconfirmation. Manager 420 may also monitor attached virtual machines foridle application runtime instances and instruct the virtual machines todelete such instances where appropriate.

Manager 420 may communicate with more than one virtual machine and morethan one application runtime instance per virtual machine. For example,FIG. 7 shows virtual machine 710 and virtual machine 720 according tosome embodiments. Virtual machines 710 and 720 may comprise hardwareabstractions of a same or different computer servers.

Virtual machine 710 executes containers 712 and 714 comprising,respectively, instances 713 and 715. Instances 713 and 715 each conformto the configuration information of runtime 730 and share a binding to atenant associated with runtime 730. Virtual machine 720 executescontainer 722 comprising instance 723. Instance 723 also conforms to theconfiguration information of runtime 730 and shares the binding to theassociated tenant. Each instance may be communicated with during a usersession of the tenant as illustrated in FIG. 4. Communication with andexecution of instances 713, 715 and 723 occur in isolation with oneanother.

Embodiments may support multiple simultaneous runtime object instancessuch as runtime 730. Each of such runtime object instances may beassociated with one or more instances such as instances 713, 715 and723, with each instance executing in a dedicated container. In thisregard, a first application runtime instance associated with a firstruntime object instance may execute within a container of a firstvirtual machine, while a second application runtime instance associatedwith a second runtime object instance may execute within a container ofthe same first virtual machine, or of a second virtual machine.

As described above, manager 420 may start a number of virtual machinesthe first time manager 420 starts, with the number of virtual machinesdepending on an estimated usage. FIG. 8 illustrates start-up of avirtual machine according to some embodiments.

Virtual machine snapshot 810 may be pre-stored to facilitate virtualmachine start-up. For example, prior to starting of virtual machine 820by manager 420, a virtual machine may be started and container engine820 may be installed thereon. The virtual machine may then be loadedwith instance container image1, instance container image2, and instancecontainer image3, and a snapshot of the virtual machine is then createdand stored as registered snapshot 810. Virtual machine 820 may then bestarted quickly on demand based on snapshot 810.

Instance container image1, instance container image2, and instancecontainer image3 each represent different configurations of the desiredapplication runtime. With respect to R, instance container image1,instance container image2, and instance container image3 may representdifferent versions and/or different package configurations. Accordingly,in response to a new user session of a given tenant, manager 420instructs virtual machine 820 to execute the one of instance containerimage1, instance container image2, or instance container image3 which isassociated with a configuration specified by the runtime object instanceassociated with the tenant. Container engine 822 executes the instancecontainer image, causing the associated application runtime instance torun within a dedicated container as described herein.

As mentioned above, a virtual machine may host containers andapplication runtime instances associated with different runtime objectinstances (i.e., tenants). Virtual machine 900 of FIG. 9 hosts instance1912 associated with runtime1 920 and instance2 914 associated withruntime2 930. For example, container engine 940 may have executedinstance container image1 in order to instantiate instance1 912 withincontainer 913, and may have executed instance container image2 in orderto instantiate instance2 914 within container 915.

FIG. 10 illustrates a scenario in which virtual machine 1010 hostsinstance1 1012 associated with runtime1 1020 and instance2 1014associated with runtime2 1030. As described with respect to FIG. 9,container engine 1040 has executed instance container image1 in order toinstantiate instance1 1012 within container 1013, and has executedinstance container image2 in order to instantiate instance2 1014 withincontainer 1015. Additionally, virtual machine 1050 hosts instance2 1052associated with runtime2 1030. Container engine 1060 has executedinstance container image2 in order to instantiate instance1 1052 withincontainer 1053. User sessions of the tenant associated with runtime21030 are therefore served by both virtual machine 1010 and virtualmachine 1050.

During operation, a manager as described herein may start up additionalvirtual machines if the existing virtual machines are approaching theircontainer capacity. This may prevent future requests for applicationruntime instances from failing due to inadequate hardware resources.According to some embodiments, if less than 80% of the capacity ofexisting started virtual machines is being used, any new applicationruntime instance is started in an existing virtual machine. In oneexample, if a new application runtime instance is requested while morethan 80% of the capacity is being used, a new virtual machine is startedin order to host the new application runtime instance. An error may bereturned if no additional virtual machine resources are available.

The manager may also shut down one or more virtual machines if the usageby the client application decreases below a particular level. In oneexample, if less than 50% of the capacity of existing started virtualmachines is being used, the manager may stop one or more started virtualmachines.

FIG. 11 is a detailed architecture diagram of a system according to someembodiments. As shown, client application 1110 communicates with Rmanager 1120 to instantiate an application runtime instance (i.e.,R+RServe) in a container of a virtual machine, and then connectsdirectly to such instances. FIG. 11 also illustrates a direct connectionbetween database 1130 and an application runtime instance as describedabove with respect to FIG. 2.

FIG. 11 shows virtual machine snapshots 1140 used by virtual machineservice 1150 to spin up virtual machines as described above. R managermetadata 1160, which may be stored in database 1130, stores data ofruntime object instances and bindings to tenants.

FIG. 12 is a block diagram of apparatus 1200 according to someembodiments. Apparatus 1200 may comprise a general-purpose computingapparatus and may execute program code to perform any of the functionsdescribed herein. Apparatus 1200 may comprise a server hosting one ormore virtual machines, and running a manager service as described hereinon one of the virtual machines. Apparatus 1200 may include other unshownelements according to some embodiments.

Apparatus 1200 includes processor(s) 1210 operatively coupled to networkinterface 1220, data storage device 1230, one or more input devices1240, one or more output devices 1250 and memory 1260. Network interface1220 may and facilitate communication with external devices, such asclients, or a data backends. Input device(s) 1240 may comprise, forexample, a keyboard, a keypad, a mouse or other pointing device, amicrophone, knob or a switch, an infra-red (IR) port, a docking station,and/or a touch screen. Input device(s) 1240 may be used, for example, toenter information into apparatus 1200. Output device(s) 1250 maycomprise, for example, a display (e.g., a display screen) a speaker,and/or a printer.

Data storage device 1230 may comprise any appropriate persistent storagedevice, including combinations of magnetic storage devices (e.g.,magnetic tape, hard disk drives and flash memory), optical storagedevices, Read Only Memory (ROM) devices, etc., while memory 1260 maycomprise Random Access Memory (RAM), Storage Class Memory (SCM) or anyother fast-access memory.

Manager 1231 may comprise program code and/or libraries executed byprocessor(s) 1210 to cause apparatus 1200 to perform any one or more ofthe processes described herein, and manager metadata 1232 may includedata of runtime object instances and tenant bindings. Manager 1231 maybe executed on a guest operating system which is in turn executing on ahypervisor layer of apparatus 1200. Embodiments are not limited toexecution of these processes by a single apparatus.

Data storage device 1230 may also store data and other program code forproviding additional functionality and/or which are necessary foroperation of apparatus 1200, such as device drivers, operating systemfiles, etc.

The foregoing diagrams represent logical architectures for describingprocesses according to some embodiments, and actual implementations mayinclude more or different components arranged in other manners. Othertopologies may be used in conjunction with other embodiments. Moreover,each component or device described herein may be implemented by anynumber of devices in communication via any number of other public and/orprivate networks. Two or more of such computing devices may be locatedremote from one another and may communicate with one another via anyknown manner of network(s) and/or a dedicated connection. Each componentor device may comprise any number of hardware and/or software elementssuitable to provide the functions described herein as well as any otherfunctions. For example, any computing device used in an implementationof a system according to some embodiments may include a processor toexecute program code such that the computing device operates asdescribed herein.

All systems and processes discussed herein may be embodied in programcode stored on one or more non-transitory computer-readable media. Suchmedia may include, for example, a floppy disk, a CD-ROM, a DVD-ROM, aFlash drive, magnetic tape, and solid state Random Access Memory (RAM)or Read Only Memory (ROM) storage units. Embodiments are therefore notlimited to any specific combination of hardware and software.

Embodiments described herein are solely for the purpose of illustration.Those in the art will recognize other embodiments may be practiced withmodifications and alterations to that described above.

What is claimed is:
 1. A system comprising: a memory storingprocessor-executable process steps; and a processor to execute theprocessor-executable process steps to cause the system to: receive afirst request from a client application to create an application runtimeassociated with a tenant of the client application; in response to thefirst request, create metadata describing configuration information ofthe application runtime; receive a second request from the clientapplication to start a session of the application runtime; in responseto the second request, start a first application runtime instance in afirst container of a first virtual machine based on the configurationinformation of the application runtime; and return first connectioninformation to the client application, the first connection informationusable by the client application to communicate with the firstapplication runtime instance.
 2. A system according to claim 1, theprocessor to execute the processor-executable process steps to cause thesystem to: receive a third request from the client application to starta second session of the application runtime; in response to the thirdrequest, start a second application runtime instance in a secondcontainer of the first virtual machine based on the configurationinformation of the application runtime; and return second connectioninformation to the client application, the second connection informationusable by the client application to communicate with the secondapplication runtime instance, wherein the first application runtimeinstance and the second application runtime instance executecontemporaneously.
 3. A system according to claim 2, the processor toexecute the processor-executable process steps to cause the system to:receive a fourth request from a client application to create a secondapplication runtime associated with a second tenant of the clientapplication; in response to the fourth request, create second metadataof a second logical runtime object instance, the second metadatadescribing configuration information of the second application runtime;receive a fifth request from the client application to start a sessionof the second application runtime; in response to the fifth request,start a third application runtime instance in a third container of thefirst virtual machine based on the configuration information of thesecond application runtime; and return third connection information tothe client application, the third connection information usable by theclient application to communicate with the third application runtimeinstance.
 4. A system according to claim 3, wherein, prior to receptionof the first request, the processor is to execute theprocessor-executable process steps to cause the system to: start thefirst virtual machine based on a virtual machine snapshot, the virtualmachine snapshot comprising an image of an application runtime instancebased on the configuration information of the application runtime, andan image of an application runtime instance based on the configurationinformation of the second application runtime.
 5. A system according toclaim 1, wherein, prior to reception of the first request, the processoris to execute the processor-executable process steps to cause the systemto: start the first virtual machine based on a virtual machine snapshot,the virtual machine snapshot comprising an image of an applicationruntime instance based on the configuration information of theapplication runtime.
 6. A system according to claim 1, the processor toexecute the processor-executable process steps to cause the system to:receive a third request from the client application to start a secondsession of the application runtime; in response to the third request,start a second application runtime instance in a second container of asecond virtual machine based on the configuration information of theapplication runtime; and return second connection information to theclient application, the second connection information usable by theclient application to communicate with the second application runtimeinstance, wherein the first application runtime instance and the secondapplication runtime instance execute contemporaneously.
 7. A systemaccording to claim 6, wherein, prior to reception of the first request,the processor is to execute the processor-executable process steps tocause the system to: start the first virtual machine based on a virtualmachine snapshot; and start the second virtual machine based on thevirtual machine snapshot, wherein the virtual machine snapshot comprisesan image of an application runtime instance based on the configurationinformation of the application runtime.
 8. A method comprising:receiving a first request from a client application to create anapplication runtime associated with a tenant of the client application;in response to the first request, creating a runtime object instancedescribing configuration information of the application runtime;receiving a second request from the client application to access asession of the application runtime; in response to the second request,determining first connection information of a first application runtimeinstance running in a first container of a first virtual machine, thefirst application runtime instance conforming to the configurationinformation of the application runtime; and returning the firstconnection information to the client application, the first connectioninformation usable by the client application to communicate with thefirst application runtime instance.
 9. A method according to claim 8,further comprising: receiving a third request from the clientapplication to access a second session of the application runtime; inresponse to the third request, determining second connection informationof a second application runtime instance running in a second containerof the first virtual machine, the second application runtime instanceconforming to the configuration information of the application runtime;and returning the second connection information to the clientapplication, the second connection information usable by the clientapplication to communicate with the second application runtime instance,wherein the first application runtime instance and the secondapplication runtime instance execute contemporaneously.
 10. A methodaccording to claim 9, further comprising: receiving a fourth requestfrom the client application to create a second application runtimeassociated with a second tenant of the client application; in responseto the fourth request, creating a second runtime object instancedescribing configuration information of the second application runtime;receiving a fifth request from the client application to access asession of the second application runtime; in response to the fifthrequest, determining third connection information of a third applicationruntime instance running in a third container of the first virtualmachine, the third application runtime instance conforming to theconfiguration information of the second application runtime; andreturning the third connection information to the client application,the third connection information usable by the client application tocommunicate with the third application runtime instance.
 11. A methodaccording to claim 10, further comprising: starting, prior to receivingthe first request, the first virtual machine based on a virtual machinesnapshot, the virtual machine snapshot comprising an image of anapplication runtime instance based on the configuration information ofthe application runtime, and an image of an application runtime instancebased on the configuration information of the second applicationruntime.
 12. A method according to claim 8, further comprising:starting, prior to receiving the first request, the first virtualmachine based on a virtual machine snapshot, the virtual machinesnapshot comprising an image of an application runtime instance based onthe configuration information of the application runtime.
 13. A methodaccording to claim 8, further comprising: receiving a third request fromthe client application to access a second session of the applicationruntime; in response to the third request, determining second connectioninformation of a second application runtime instance running in a secondcontainer of a second virtual machine, the second application runtimeinstance conforming to the configuration information of the applicationruntime; and returning the second connection information to the clientapplication, the second connection information usable by the clientapplication to communicate with the second application runtime instance,wherein the first application runtime instance and the secondapplication runtime instance execute contemporaneously.
 14. A methodaccording to claim 13, further comprising: prior to reception of thefirst request, starting the first virtual machine based on a virtualmachine snapshot, and starting the second virtual machine based on thevirtual machine snapshot, wherein the virtual machine snapshot comprisesan image of an application runtime instance based on the configurationinformation of the application runtime.
 15. A system comprising: a firstvirtual machine; an application runtime manager component to; create aruntime object instance describing configuration information of anapplication runtime; start a first application runtime instance in afirst container of the first virtual machine based on the configurationinformation of the application runtime; and determine first connectioninformation usable to communicate with the first application runtimeinstance; and a client application to: transmit a request to theapplication runtime manager component to create the application runtime,the request specifying the configuration information; receive the firstconnection information from the application runtime manager component;and use the first connection information to communicate with the firstapplication runtime instance.
 16. A system according to claim 15, theapplication runtime manager component to: start a second applicationruntime instance in a second container of the first virtual machinebased on the configuration information of the application runtime; anddetermine second connection information usable to communicate with thesecond application runtime instance, wherein the client application isto use the second connection information to communicate with the secondapplication runtime instance, and wherein the first application runtimeinstance and the second application runtime instance executecontemporaneously.
 17. A system according to claim 16, the applicationruntime manager component to: create a second runtime object instancedescribing configuration information of a second application runtime;start a third application runtime instance in a third container of thefirst virtual machine based on the configuration information of thesecond application runtime; and determine third connection informationusable to communicate with the third application runtime instance,wherein the client application is to use the third connectioninformation to communicate with the third application runtime instance.18. A system according to claim 17, wherein the first virtual machinecomprises an image of an application runtime instance based on theconfiguration information of the application runtime, and an image of anapplication runtime instance based on the configuration information ofthe second application runtime.
 19. A system according to claim 15,wherein the first virtual machine comprises an image of an applicationruntime instance based on the configuration information of theapplication runtime.
 20. A system according to claim 15, the applicationruntime manager component to: create a second runtime object instancedescribing configuration information of a second application runtime;start a second application runtime instance in a second container of thefirst virtual machine based on the configuration information of thesecond application runtime; and determine second connection informationusable to communicate with the second application runtime instance,wherein the client application is to use the second connectioninformation to communicate with the second application runtime instance.